Advances, Systems and Applications
From: CLQLMRS: improving cache locality in MapReduce job scheduling using Q-learning
Application | Delay | ACL | CLQLMRS |
---|---|---|---|
WordCount | 12.72% | 28.82% | 36.88% |
Sort | 7% | 20% | 28.65% |
TeraSort | 8% | 18.45% | 22% |
Join | 11.29% | 19.26% | 28.48% |
Aggregation | 4.69% | 10.48% | 16.72% |